2 papers
cs.CV2019
Data-Efficient Classification of Birdcall Through Convolutional Neural Networks Transfer Learning
Dina B. Efremova, Mangalam Sankupellay, Dmitry A. Konovalov
Deep learning Convolutional Neural Network (CNN) models are powerful classification models but require a large amount of training data. In niche domains such as bird acoustics, it…
cs.CV2019
In Situ Cane Toad Recognition
Dmitry A. Konovalov, Simindokht Jahangard, Lin Schwarzkopf
Cane toads are invasive, toxic to native predators, compete with native insectivores, and have a devastating impact on Australian ecosystems, prompting the Australian government to…